Pith Number

pith:CA7QTAAR

pith:2025:CA7QTAARYZ6UD4VFVKXPRMPLFZ

not attested not anchored not stored refs pending

Latent Thought Models with Variational Bayes Inference-Time Computation

Bo Pang, Chuan Li, Dehong Xu, Deqian Kong, Edouardo Honig, Jianwen Xie, Minglu Zhao, Shu Wang, Sirui Xie, Ying Nian Wu, Zhangzhang Si

arxiv:2502.01567 v2 · 2025-02-03 · cs.CL · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CA7QTAARYZ6UD4VFVKXPRMPLFZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling

Receipt and verification

First computed	2026-07-05T11:17:40.732896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

103f098011c67d41f2a5aaaef8b1eb2e510f7409c3b5dbdbc7e09a79b4066bbd

Aliases

arxiv: 2502.01567 · arxiv_version: 2502.01567v2 · doi: 10.48550/arxiv.2502.01567 · pith_short_12: CA7QTAARYZ6U · pith_short_16: CA7QTAARYZ6UD4VF · pith_short_8: CA7QTAAR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CA7QTAARYZ6UD4VFVKXPRMPLFZ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 103f098011c67d41f2a5aaaef8b1eb2e510f7409c3b5dbdbc7e09a79b4066bbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87856941f5fde9a4b2af7c09d49325874dff94c799cf57b6890a714ea82debb6",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-03T17:50:34Z",
    "title_canon_sha256": "70869a5e3d1bd2d3ac04d62f8c1d4236d978541df2cc56bd713323482c0f1cbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01567",
    "kind": "arxiv",
    "version": 2
  }
}